Tokenization is a crucial process in natural language processing (NLP), acting as the initial phase for preparing text data. Essentially, it involves breaking down a larger block of information – like a paragraph – into smaller units called “pieces". These tokens can be copyright, symbols, or even sub-lexical segments. This transformation all